Six data shifts that will shape enterprise AI in 2026

For decades the data landscape was relatively static. Relational databases (hello, Oracle!) were the default and dominated, organizing information into familiar columns and rows. That stability eroded as successive waves introduced NoSQL document stores, graph databases, and most recently vector-based systems. In the era of agentic AI, data infrastructure is once again in flux —…

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‘College dropout’ has become the most coveted startup founder credential

Although iconic founders like Steve Jobs, Bill Gates, and Mark Zuckerberg famously didn’t finish college, multiple studies show that the vast majority of successful startups had founders with bachelor’s or graduate degrees. Despite this data, the appeal of a dropout founder persists, though VC enthusiasm for the ‘un-degreed’ is far from constant. It is a phenomenon that…

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Open source Qwen-Image-2512 launches to compete with Google’s Nano Banana Pro in high quality AI image generation

When Google released its newest AI image model Nano Banana Pro (aka Gemini 3 Pro Image) in November, it reset expectations for the entire field. For the first time, uses of an image model could use natural language to generate dense, text-heavy infographics, slides, and other enterprise-grade visuals without spelling errors. But that leap forward…

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